Sarcouncil Journal of Engineering and Computer Sciences

Abstract: This article explores the strategic convergence of enterprise data architecture and regulatory compliance, examining how organizations can develop robust architectural frameworks to address complex regulatory demands while creating business value. The evolution from siloed compliance approaches to integrated architectural strategies is traced through theoretical foundations, regulatory landscapes, implementation methodologies, and real-world applications. The article establishes critical connections between data governance principles, architectural patterns, and compliance requirements across industries, with particular attention to how modern technologies like cloud computing, data lineage tools, and real-time monitoring frameworks enable more effective compliance management. By documenting implementation strategies, success factors, and emerging best practices derived from cross-industry case studies, the article presents a comprehensive framework for enhancing enterprise data architecture to create sustainable compliance capabilities that adapt to evolving regulatory requirements while supporting broader business objectives.